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Journal : Journal of Mathematics and Applied Statistics

Prediction of Domestic and Foreign Tourist Visits Using the Long Short-Term Memory (LSTM) Method Afnidia, Tria; Herlina Putri, Novi; Soraya, Siti; Firmansyah
Journal of Mathematics and Applied Statistics Vol. 3 No. 1 (2025): June 2025
Publisher : Yayasan Insan Literasi Cendekia (INLIC) Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35914/mathstat.v3i1.286

Abstract

The tourism sector makes an important contribution to supporting regional economic growth. Among the various provinces in Indonesia, West Nusa Tenggara (NTB) stands out as one of the main tourist destinations that has shown a fairly rapid increase in the number of tourist visits in recent years. This study uses Adam optimization and gradient clipping techniques to predict domestic and foreign tourist visits in NTB using the Long Short-Term Memory (LSTM) method. Monthly historical data for the period 2014–2023 from the NTB Tourism Office was processed through Min-Max Scaling normalization and divided with a ratio of 70:30 and 80:20. The LSTM model with a 4-layer architecture (2 LSTM layers with 50 units and 2 Dense layers) was tested using the Root Mean Squared Error (RMSE) metric. Based on the results obtained, the best configuration was shown at a ratio of 70:30 with 200 epochs, producing the lowest RMSE of 66.70 on the training data and 33.24 on the testing data. This implies that the model can capture seasonal patterns and visit trends, although it is less responsive to outliers such as natural disasters. This implementation provides a basis for tourism capacity planning and data-based destination management.
Analysis of Factors Influencing Chili Production Using the Spatial Regression Method Ananda, Laraswati; Gusnayanti, Riski; Ratmaji, Muji; Firmansyah; Soraya, Siti
Journal of Mathematics and Applied Statistics Vol. 3 No. 1 (2025): June 2025
Publisher : Yayasan Insan Literasi Cendekia (INLIC) Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35914/mathstat.v3i1.287

Abstract

Chili pepper production in West Nusa Tenggara is the second largest producer in Indonesia. However, the distribution of production still shows a significant imbalance between regions. This imbalance can affect the stability of supply and prices both locally and nationally. This study aims to examine the factors that influence chili pepper production in NTB using the spatial regression method. The data used are secondary data from agricultural statistics in 2024, which cover ten districts/cities. The SEM model was chosen because it can identify the effects that occur between geographically close regions, which are often not visible in traditional regression models. The results of the analysis show that the area of ​​harvested land and the level of chili pepper productivity have a significant effect on the total production at a real level of 10%, with coefficients of 96.6132 and 44,385.5, respectively. The lambda value reaching 1.6667 provides support for evidence of positive spatial autocorrelation between regions. The SEM model also showed a lower AIC value (316.58) compared to the classical regression model, indicating that this model is more efficient and accurate.
Co-Authors Aam Amirudin Abdul Halik Abdul Manab Abhiseka, Teuku Ade Ria Ade Ripai Adiningrat, Andi Arifwangsa Adriansyah. NZ Adry Afiq Fikri Almas Afnidia, Tria Afriani H Agus Yulianto Agusta, Puan Ayu Safir Ahdar Ahmad Fadhli, Ahmad Ahmad Firdaus Ahmad Juanda Ahsan, Erwanda Defya Aji, Rizky Akhmad Syakir Kurnia Alaudin Alchamdani Aldoni Aleksander Purba Alexander, Wilbert Alfarabi Alfianto Putra B Alfira Ali Rahman Ali, Mukti Alim ramadan Aliman Alimuddin Alyfiah Annisa Zalzabila Amilia Paramitha Amnah Amran, Rozalina Ananda, Laraswati Anas, Adhe Sofyan Andang Andi Alifa, Andi Amran Asriadi Andini Andini Hasanatunnisa Andini Nurbahri Aneu Cakhyaneu Angga Nugraha Anggrika Riyanti Anjeli. S Annissa Pratiwi Anwar Senen Anwar, Andi Rahayu Aprilia Tina Lidyasari Arabela Kogoya Ardiansyah, Ririn Teguh Ardila Esya Andrayani Ardiyansyah Aries Saifudin Arina Fatharani Ariyansyah Ariza Fuadi Armaidi Darmawan Artana, Akbaresa Deyta Arwan ASNI Asri Sabrina Asriadi, Andi Amran Ayu Amalia, Firda Ayu Astari Iksan Aziza Aziz Rahmaningsih Azzahra, Sharla Bagus Tri Purna Putra Bagus Tri Purna Putra, Bagus Tri Purna Putra2 Bai Athur Ridwan Bakrie, RM Rionaldi Bashar Awaluddin Nafsah Bastomi Zusak, M. Fahri Budiman Budiyanto, Muhamad Rafi Bungatang Bungatang Cadet, Chinxie Giovanni Cahyaning, Ranisa Cakranegara, Doddy Iskandar Dadi Ahmadi David Aryiansyah Demina Demina Desi Indriasari Devani, Ferizka Tiara Dewi Koryati Dewi, Susana Dian Islamiati Dian Palupi Rini Dian Widya Putri Didi Permadi Digdowiseiso , Kumba Dita Wahyuni Driana Leniwati Dwi Hasmidyani Edi Sutanto Edy Suwarsono Eka Jumarni Fithri Eko Bakkara Fransisko Elida Soviana Eliyah Acantha Manapa Sampetoding Endang Komara Erham As’ari Erisa Ardika Prasada Ernawati Erny Kusdiyah Evathia, Rena Fachroerrozi Hoesni, Fachroerrozi Fadhly, Ahmad Fahlevi, Mochammad Faiq Muhammad Fauzan Faizin , Mu’adil Fani Puspitasari Farahdinny Siswajanthy Fardhan Kamal, Muhammad Farizal Fauziah Zainuddin Feni Fikram Firman Patawari Firmansyah Halim Fitri Fitri Handayani Fitri Yanti Fitria Ayuningtyas FX Sugiyanto Gemilang Gema Akbar Ginasari, Wismayanti Gorat, Rodiko Gunaedi, Rhizky Annisa Ridyna Gusnayanti, Riski Gusri, Lailal Habibi, Muhammad Restu HADION WIJOYO Hadiyan Izzatur Rahman Hadrah Haerunnisa Hairida Halidjah Hamdi Indra Hamzah Mardiansyah Handayani, Sri Hanggoro Aji Al Kautsar Hanifah Hari Setiadi Hariyawan Eko P. J Hasibuan, Abdul Habib Heraeni Tanuatmodjo Herdah Herlina Herlina Putri, Novi Herman Hery Hesty Widyasih Hilintang, Rendhar Putri Himaniarwati Huntari Harahap HUSAIN, NAILAH Ihsan Hakim Ikbal Barlian Irja Putra Pratama Iskandar, Mirna Marhami Islam Madina Ismiwati Intan Soraya Istisyah, Muhammad Zaqy Ivan Riyadi Iye, Risman Jamaluddin T Jesica Juwita Wahyuni Kadir, Rima Kaharuddin Karoma Khaerullah Khaerunisa Khaidarmansyah Kiki Sanjaya Kiki Zakiah Darmawan Kresnadi Kurniawan Kusuma Jala Wibowo, Brian Lala Lekal, Nafly Lesmono, Wd. Ananda Lestari, Sari Arie Lestaria Sinambela Liza Utama Luluk Ria Rakhma M Abrar Masril M Said Hasibuan M. Falih Windi Iqram Nugroho M. Zahari Mahira Maissy, Faulina Mariana Marseylah Martina Masayu Sarah Amelia Masita MASRIL Masyhuri Megow, Edwin Wakak Meilia Prehartanti Meizary, Ary Middya Boty Miftahul Husni Mochammad Wildan Nurwangsa Moh. Guntur Nangi Mohammad Fikri Muhaemin MUHAJIR Muhamad Ekhsan Muhamad Fauzi Muhamad Rafli Muhamad Yahya Muhammad Aufal Minan Muhammad Ferry Eka Sulistyawan Muhammad Kanzul Fikri Muhammad Rizki Ashari Muhammad Umar Kelibia Mujinem Mujinem Munir Muqsith, Munadhil Abdul Mutolib, Ahmad N Hanafiah Nabila Nadia Selviati Herman Nadya Hapsari Thrisianingsih Sukandar Nailah Husain Nanda, Okvia Nandang Koswara Nasrulloh, Nasrulloh Nasrulloh Naufal Adani Syahriana Nirwan, Multy Syaddam Noviardi, Refli Noviati Nur Syarifah, Nur Nurlaelah Nursholeh Nursina Nyayu Soraya Nyimas Lidya Putri Pertiwi Nyimas Yunierti Prihatin Palahudin Periansya Periansya Pitriani Pratama, Verdy H Purnama, Prawara Aros Pusmarani, Jastria Puspitasari, Dyah Intan Putra Pamungkas, Yan Ridwan Putra, M.Rizki Masrizal Putri Indah Sari Putri Khadijah Heriyanti Putri Widyasari, Revaliana putri, amanda Putri, Destiana Rahma Yulita Rahmadani , Annisa Nur Rahmawati Raizal Adhimsyah Rakin Ghiyat Ramadan, Muhammad Fitrah Ramlan, Pratiwi Rani Septi Yuningsih Rasyid, Sri Anggarini Rasyika Nurul Fadjriah Ratmaji, Muji Ratna Widyawati Rayhan Kemal Resia, Made Resita Septia Rahma Retanisa ‎Rizki Rifa'atul Mahmudah Burhan Rindi Andika Rini Yaumi Habibah Riswan Jaenudin Rita Yulianti Rizka Aisyah Nurjannah Rizka Prayoga Rizky Indah Mentari Yago Rochmatullah Roeslan Djutalov Rohmadi Rohman, Saiful Rosad, Ade Rosinta Romauli Situmeang, Rosinta Romauli Roswandi, Agus Rosy Armaini Rowaldi Adrean Saad Murdy Sadli Syam Saefudin, Iing Sahara, Alda Sahnaz Eldira Ichwan Samudro, Ageng Sanatang Sarmila Satria, Muhammad Aji Sekar Purbarini K Selly Novanda Sari Sendhy Krisnasari Septiawan Santana Kurnia Setiawan, Cahya Heru Shinta Wahjusaputri Silvi Andriani Silvia Megawati Simamora, Ebeneser Wacner Sinta Nopriana Siregar, Nahrun Najib Siska Amelia Siska Aprianti Siti Siti Septiyanti Siti Soraya Siti Zulaekah Sitti Hartina Indra Rukmana Sonery, Novia Sopiah, Sopiah Sopian Ar Soraya, Ismiwati Intan Sri Wahyuni Bakri Sukemi Sulistiyorini, Desi Suminar, Panji Sunarsih Suri, Siti Atikah Surtinah, Wiwin Suryaningrum, Aprilia Suwarsono, Edy Suwarsono Syabawaihi Syahrir, Muhammad Sabri Syaiful Anam Syakir Kurnia, Akhmad Syamsiah, Syamsiah Syaparuddin Syaputra, Roby Syifa Alia Rahmah Taqwa Tarlani Tasdin Tahrim Tasrief, Attar Musharih Taufik Muharfan Teja Suratman Thoriq Tri Prabowo Tia Dikatama Tsania Tia Wida Ekaputri Tika Mahesti Tjeri Hadjirillah Tomi Abdilah Ukat, Yolanda Ulfah Anis Ulfah Mualafah Umar, Fadly Usman Vicha Nur Fathanah Wa Ode Rahmadania WAHYU PRABOWO Wahyu Pratama, Nasuha Wardani, Kharisma Kusuma Wardha Wasilah Wawan Anggara Wicaksono, Agung Prasetyo Nugroho Widia Astuti Widuleh, Amanda Paula Widyasari Wiksana, Wiki Angga Windi Riyani Wiwik Laela Mukromin Yeti Asmawati Yogi Bima Siahaan Yova Miranda Putri Yudho Taruno Muryanto Yudiansyah Fauzi Yulia Safitri, Eka Yuliastri, Wa Ode Yulita Sirinti Pongtambing Yunaldi, Wendra Yuslaini Yuwita, Fitri Zahidah Nailatullah Zalmi Dzirrusydi Zata Ismah Zulkarnain Basir Zusak, M Bastomi Fahri